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Georgia Tech Faculty advisor: Dr. Mark Ferguson Team Members: Narasimhadevara Prabhakar Ayanambakkam Nambi Andiran Bharathram Srinivasan Govindan Praveesh

Revenue Management system Design & Implementation Project

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Revenue Management system Implementation and Design

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Page 1: Revenue Management system Design & Implementation Project

Georgia Tech Faculty advisor: Dr. Mark FergusonTeam Members:

Narasimhadevara PrabhakarAyanambakkam Nambi Andiran

Bharathram SrinivasanGovindan Praveesh

Page 2: Revenue Management system Design & Implementation Project

Industry overviewIndustry overview

Decent growth - Despite the economy

•12.1 million cosmetic procedures

•10 Billion Dollar industry

• 3% increase over 2008

Page 3: Revenue Management system Design & Implementation Project

The PotentialThe Potential

Page 4: Revenue Management system Design & Implementation Project

How do we build micro-markets?How do we build micro-markets?

Customer Characteristics◦ Size (volume or revenue)? How much demand?◦ Historical market relationships◦ Customer needs (type and mix of products demanded)

Competitor Information◦ Competitor’s price offers◦ Image or “brand equity”◦ Products offered◦ Other services

Page 5: Revenue Management system Design & Implementation Project

How is the Demand classified?How is the Demand classified?

Page 6: Revenue Management system Design & Implementation Project

Surgical Services

Minimally invasive Surgical services

Spa services

Types of servicesTypes of services

Page 7: Revenue Management system Design & Implementation Project

Segment based strategiesSegment based strategies

Customized Pricing model

Capacity based Revenue Management

Page 8: Revenue Management system Design & Implementation Project

How is the Demand Captured?How is the Demand Captured?

Free consultation – Quotation of costs - Demand class characterization Win-loss data – For every bid and every segment

Page 9: Revenue Management system Design & Implementation Project

Customized Pricing in Competitive SettingsCustomized Pricing in Competitive SettingsThe General ModelThe General Model

Objective: Maximize Expected Profits

( ) )pMaximize p p p

Deal Contribution Function: ) ( )pp Q p c

Bid-Response Function: p

Page 10: Revenue Management system Design & Implementation Project

Segmentation Variables:Segmentation Variables:

•Gender of the individual

•The Age group

• Returning customers

•Marital status

• Profession – e.g model, homemaker etc

•Location.

Page 11: Revenue Management system Design & Implementation Project

Market SegmentationMarket Segmentation

•Gender – Female patients – 91% of procedures

•Lead Source of Information-Internet, Paper promotion, Referrals. 35% of all patients were referred to the clinic by a former customer.

•The Age group

Age group distribution

Distribution for Lead source

Page 12: Revenue Management system Design & Implementation Project

Market Segmentation:Market Segmentation:

•Surgery Fees – compared to state average

•Whether a Return patient? 10 % of all patients are returning patients

•Marital status

•Home maker or career oriented: Affects availability for surgery, thus affects willingness to pay. The 45% of employees are women, and this affects about nearly 60% of women are potential customers.

Distribution ofMarital Status

Fig 3

Page 13: Revenue Management system Design & Implementation Project

The Logit Model Price-Response CurveThe Logit Model Price-Response Curve

Probability of winning a bid for a given price p

1( )

a bp c xi ii

a bp c xi ii

ee

p

Price coefficient

intercept Segmentation variables

Page 14: Revenue Management system Design & Implementation Project

Finding the optimal priceFinding the optimal price

Generally, we will be looking to maximize the expected profit from every bid:

Expected Profit

Prob weWin the customer over

Unit Margin

Profit(p)= (p)*(p-c)

Page 15: Revenue Management system Design & Implementation Project

Most popular procedures: Most popular procedures:

•Surgical cosmetic procedures•Breast Augmentation•Nose-Reshaping(Rhinoplasty)•Liposuction•Eyelid Surgery•Tummy Tuck

•Minimally invasive cosmetic procedures•Botox®

•Hyaluronic acid•Chemical peel •Laser hair removal•Microdermabrasion

High RevenueItem

Page 16: Revenue Management system Design & Implementation Project

Rhinoplasty(Nose Reshaping)Rhinoplasty(Nose Reshaping)•Average Fees charged by a surgeon: $4197

•Total Potential Demand available: 220 surgeries on an average/year in Atlanta

•Capacity : 90/year (client estimation)

•The Price optimization Result: 29% increase in revenues

Page 17: Revenue Management system Design & Implementation Project

Spa related activitiesSpa related activities&&

Minimally Invasive Cosmetic proceduresMinimally Invasive Cosmetic procedures•Represents 40% of the Total cosmetic procedures opportunity

•Ideal for Capacity based Revenue Management:

•The Spa/Minimally Invasive procedures are similar to treatments at a Barber shop or A beauty Salon.

•There is a fixed capacity on how many customers can be served-40-1 hr slots per week.

•Strategy: Pricing the capacity based on the availability of capacity on Weekdays and Week-ends.

•Customers insensitive to 10% price rise on weekends (Empirical data)

Page 18: Revenue Management system Design & Implementation Project

Major customer Segments:◦Customers Specific to Spa/MIC procedures:

Weekend Customers Weekday Customers Practice remains closed on Thursday, Sunday.

◦Returning Customers for whom the minimally Invasive procedures are post-surgery treatments

Spa related activitiesSpa related activities&&

Minimally Invasive Cosmetic proceduresMinimally Invasive Cosmetic procedures

Page 19: Revenue Management system Design & Implementation Project

Major customer Segments:◦Customers Specific to Spa/MIC procedures:

Weekend Customers: Weekday Customers:

Week-end customers Week-day customers

The age distribution shift: Suggests older customers have flexibility to move into week-days

Spa related activitiesSpa related activities&&

Minimally Invasive Cosmetic proceduresMinimally Invasive Cosmetic procedures

Page 20: Revenue Management system Design & Implementation Project

Results / suggestions:Results / suggestions:Increase price of Weekend services:Dermabrasion:

◦Old Flat rate:$210◦New Price: $240◦New Week day price: $200◦Results:

Total number of slots: 40, 32 week day, 8 weekend.

Total increase in Revenue:15% over the actual flat rate applied to same demand.

Page 21: Revenue Management system Design & Implementation Project

Future scopeFuture scope

Designing Packages for Surgeries and Post-op minimally invasive treatments.

Apply Customized pricing to Minimally invasive surgeries that are currently difficult to handle with Capacity based Revenue Management.

Analyze Spa customers for targeted promotions.

Page 22: Revenue Management system Design & Implementation Project

ConclusionConclusion

Identified new market for RM

Analyzed market players and segments

Applied Customized pricing

Developed ideas for other industry facets

Page 23: Revenue Management system Design & Implementation Project

ReferencesReferences NATIONAL CLEARINGHOUSE of Plastic Surgery Statistics-

American Society of Plastic surgeons Price Optimization Using R- Tudor Bodea, IHG, Dev Koushik,

IHG, Mark Ferguson, Georgia Tech In-Store Experiments to Determine the Impact of Price on

Sales- Vishal Gaur, Marshall L. Fisher Customized Pricing- Mark Ferguson, Georgia Tech Bid Price Response Models- Mark Ferguson, Georgia Tech